Generalized Multicomponent Latent Trait Model for Diagnosis
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Documentation for package ‘GMLTM’ version 2.0.0
Help Pages
| analogy | Analogy items dataset |
| check_reliability_data_quality | Check Data Quality for Reliability Analysis |
| compare_conditional_reliability | Compare Conditional Reliability Between Components at Specific Theta Values |
| compute_model_validation | Compute LOO and WAIC for GMLTM models |
| conditional_reliability_tif | Conditional Reliability based on Test Information Function (TIF) |
| demo_reliability_analysis | Step-by-step Usage Example |
| enhanced_mltm_reliability | Enhanced Reliability Analysis for GMLTM-D Models |
| export_reliability_results | Export Reliability Results |
| extract_correlation | Extract and Summarize the Latent Correlation Matrix from a GMLTM_corr Fit |
| generate_Q_with_interactions | Generate an Extended Q-matrix with Rule Interactions and Collinearity Diagnostics |
| GMLTM | The Generalized Multicomponent Latent Trait Model for Diagnosis |
| GMLTM_corr | GMLTM-D with correlated latent components (general Sigma) |
| integrate_with_enhanced_reliability | Integration with Enhanced Reliability Analysis |
| LLTM | The Linear Logistic Test Model |
| marginal_Pchecks | Marginal Proportions Predictive Checks |
| MLTM | The Multicomponent Latent Trait Model for Diagnosis |
| plot.conditional_reliability_tif | Plot Method for conditional_reliability_tif Objects |
| plot.enhanced_mltm_reliability | Simple Plot Method (Minimal Dependencies) |
| plot_all_components | Plot All Components Separately |
| plot_components_comparison | Create Comparison Plot of All Components |
| plot_conditional_reliability | Plot Conditional Reliability Results |
| plot_ICC_grouped | Grouped Item Characteristic Curves (ICC) Plot |
| plot_ICC_individual | Individual Item Characteristic Curves (ICC) |
| plot_prior_predictive_check | Plot a Prior Predictive Check for the GMLTM-D |
| ppchecks | Posterior Predictive Checks (PPC) for Model Fit Evaluation |
| print.enhanced_mltm_reliability | Print Method for Enhanced MLTM Reliability |
| print.GMLTM | Print method for GMLTM objects |
| print.GMLTM_batch_report | Print Method for GMLTM_batch_report Objects |
| print.GMLTM_corr | Print method for GMLTM_corr objects |
| print.GMLTM_correlation | Print method for GMLTM_correlation objects |
| print.GMLTM_prior_predictive_check | Print method for GMLTM_prior_predictive_check objects |
| print.GMLTM_student_report | Print Method for GMLTM_student_report Objects |
| print.LLTM | Print method for LLTM objects |
| print.MLTM | Print method for MLTM objects |
| print.reliability_data_quality | Print Method for Data Quality Diagnostics |
| print.reliability_profile | Print Method for Reliability Profile |
| prior_predictive_check | Prior Predictive Check for the GMLTM-D |
| quick_reliability_check | Quick Reliability Check |
| reliability | Marginal reliability |
| reliability_profile | Quick Reliability Profile Analysis |
| reliability_usage_instructions | Usage Instructions |
| student_report | Individual Student Diagnostic Report for GMLTM-D Models |
| student_report_batch | Paginated Batch Diagnostic Reports for GMLTM-D Models |
| summary.conditional_reliability_tif | Summary Method for Conditional Reliability Analysis |